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Journal Articles
- 2021
[j1]Linmei Hu, Mengmei Zhang, Shaohua Li, Jinghan Shi, Chuan Shi, Cheng Yang
, Zhiyuan Liu:
Text-Graph Enhanced Knowledge Graph Representation Learning. Frontiers Artif. Intell. 4: 697856 (2021)
Conference and Workshop Papers
- 2024
- [c8]Yuanxin Zhuang, Chuan Shi, Mengmei Zhang, Jinghui Chen, Lingjuan Lyu, Pan Zhou, Lichao Sun:
Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks? USENIX Security Symposium 2024 - [c7]Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi:
GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks. WWW 2024: 1003-1014 - [c6]Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi:
Endowing Pre-trained Graph Models with Provable Fairness. WWW 2024: 1045-1056 - 2023
- [c5]Yue Yu, Xiao Wang, Mengmei Zhang, Nian Liu, Chuan Shi:
Provable Training for Graph Contrastive Learning. NeurIPS 2023 - [c4]Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du:
Minimum Topology Attacks for Graph Neural Networks. WWW 2023: 630-640 - 2022
- [c3]Mengmei Zhang, Xiao Wang, Meiqi Zhu, Chuan Shi, Zhiqiang Zhang, Jun Zhou:
Robust Heterogeneous Graph Neural Networks against Adversarial Attacks. AAAI 2022: 4363-4370 - 2020
- [c2]Mengmei Zhang, Linmei Hu, Chuan Shi, Xiao Wang:
Adversarial Label-Flipping Attack and Defense for Graph Neural Networks. ICDM 2020: 791-800 - 2018
- [c1]Zhongming Han, Xin Jiang, Mengqi Li, Mengmei Zhang, Dagao Duan:
An Integrated Semantic-Syntactic SBLSTM Model for Aspect Specific Opinion Extraction. WISA 2018: 191-199
Informal and Other Publications
- 2024
- [i7]Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi:
GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks. CoRR abs/2402.07197 (2024) - [i6]Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi:
Endowing Pre-trained Graph Models with Provable Fairness. CoRR abs/2402.12161 (2024) - [i5]Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du:
Minimum Topology Attacks for Graph Neural Networks. CoRR abs/2403.02723 (2024) - [i4]Zhongjian Zhang, Xiao Wang, Huichi Zhou, Yue Yu, Mengmei Zhang, Cheng Yang, Chuan Shi:
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? CoRR abs/2408.08685 (2024) - [i3]Yibo Li, Yuan Fang, Mengmei Zhang, Chuan Shi:
FineMolTex: Towards Fine-grained Molecular Graph-Text Pre-training. CoRR abs/2409.14106 (2024) - 2023
- [i2]Yue Yu, Xiao Wang, Mengmei Zhang, Nian Liu, Chuan Shi:
Provable Training for Graph Contrastive Learning. CoRR abs/2309.13944 (2023) - [i1]Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi:
Towards Graph Foundation Models: A Survey and Beyond. CoRR abs/2310.11829 (2023)
Coauthor Index
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